A network designed for an inspection system
A network designed for an inspection system
- Be compact, i.e., be able to learn potential defect detection from a handful of defective examples.
- Be robust, i.e., within a similar problem domain a network should require merely slight,if any,hyperparameter adjustments.
- Be explainable, i.e., be able to provide visual localization and classification explanation to a human domain expert,as this increases the overall trust in the system and reduces the need to blindly rely on hidden system processes.
The dataset for Industrial Optical Inspection
https://hci.iwr.uni-heidelberg.de/node/3616
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